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added docs and examples to gradient optimizers

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Maksym Zhelyeznyakov
2026-01-28 22:12:08 -05:00
parent cdaaeae4a2
commit 4daafb68e6
526 changed files with 20672 additions and 2311 deletions
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6
doc/html/math_toolkit/pol_tutorial/ad_hoc_dist_policies.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Setting Policies for Distributions on an Ad Hoc Basis</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="changing_policy_defaults.html" title="Changing the Policy Defaults">
@@ -91,7 +91,7 @@
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/ad_hoc_sf_policies.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Changing the Policy on an Ad Hoc Basis for the Special Functions</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="ad_hoc_dist_policies.html" title="Setting Policies for Distributions on an Ad Hoc Basis">
@@ -160,7 +160,7 @@ errno = 33
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/changing_policy_defaults.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Changing the Policy Defaults</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="policy_usage.html" title="So How are Policies Used Anyway?">
@@ -244,7 +244,7 @@ errno is set to: 33
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/namespace_policies.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Setting Policies at Namespace or Translation Unit Scope</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="ad_hoc_sf_policies.html" title="Changing the Policy on an Ad Hoc Basis for the Special Functions">
@@ -352,7 +352,7 @@ Result of quantile(complement(binom, 0.05)) is: 8
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/policy_tut_defaults.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Policies Have Sensible Defaults</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="what_is_a_policy.html" title="So Just What is a Policy Anyway?">
@@ -144,7 +144,7 @@
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/policy_usage.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>So How are Policies Used Anyway?</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="policy_tut_defaults.html" title="Policies Have Sensible Defaults">
@@ -59,7 +59,7 @@
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/understand_dis_quant.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Understanding Quantiles of Discrete Distributions</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="user_def_err_pol.html" title="Calling User Defined Error Handlers">
@@ -403,7 +403,7 @@
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/user_def_err_pol.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Calling User Defined Error Handlers</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="namespace_policies.html" title="Setting Policies at Namespace or Translation Unit Scope">
@@ -440,7 +440,7 @@ Result of tgamma(-190.5) is: 0
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>

6
doc/html/math_toolkit/pol_tutorial/what_is_a_policy.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>So Just What is a Policy Anyway?</title>
<link rel="stylesheet" href="../../math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="../../index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="../pol_tutorial.html" title="Policy Tutorial">
<link rel="prev" href="../pol_tutorial.html" title="Policy Tutorial">
@@ -87,7 +87,7 @@
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
</p>